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Keynotes - TechDebt 2025

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href="#leveraging-research-to-inform-structural-technical-debt-management" id="leveraging-research-to-inform-structural-technical-debt-management" class="anchor-link"><strong>Leveraging Research to Inform Structural Technical Debt Management</strong></a></h3> <h4><a href="#ciera-jaspan-collin-green" id="ciera-jaspan-collin-green" class="anchor-link"><strong>Ciera Jaspan</strong>, <strong>Collin Green</strong></a></h4> <p><strong>Keynote Abstract</strong>: The “technical debt” metaphor is centered on recognizing tradeoffs in service of practical decision making: it’s a tool for reasoning about what to do and when to do it. However, it’s often just considered as an impediment to engineering teams. Indeed, technical debt continues to be the top hindrance to developer productivity at Google – and we strongly suspect we aren’t alone in this. Still, we feel it’s important to take a broad view of technical debt and we suspect such a view is necessary to arrive at a complete—and likely multifaceted—solution to the effective management of technical debt. In this talk, we’ll discuss whaGt Google has done to break down the problem of technical debt into smaller pieces and what we’ve learned from our efforts. We’ve found that relying heavily on subjective measures yields a more tractable approach to measuring and managing technical debt than using purely objective measurements. We investigated the differences between teams that are successful and not in managing technical debt, and found that teams that are successful have set up incentives, training, processes, and most importantly, a culture that surrounds technical debt and embeds it into their day-to-day. This requires practitioners to take more systematic and informed approaches to their technical debt management; but, it also requires more research to inform those approaches and evidence to help practitioners rationalize and guide investments in technical debt management. We close with a call to action for the research community to fill in the gaps regarding technical debt that we can’t yet objectively identify, to reduce the remediation cost of technical debt, to improve further on technical debt management techniques, and to continue to evolve all of these as the state of software development changes. </p><p></p><table> <tbody><tr> <td style="border:none !important;"><img alt="Ciera Profile Picture" style="width:15rem; margin-right:1rem;" 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"> </td> <td style="border:none !important;"><strong>Ciera's Bio</strong>: Ciera Jaspan is the tech lead manager of the Engineering Productivity Research team within Core Developer at Google, where she uses a data-driven, mixed-methods approach to drive tool, process, and culture decisions made by Google leadership. The team’s infrastructure, metrics, and research results are used to motivate changes to Google’s developer tools that will increase productivity and then to measure the impact of these changes to developer productivity across Google. Dr. Jaspan previously worked on Tricorder, Google’s static analysis platform. She received her BS degree in software engineering from Cal Poly and her PhD from Carnegie Mellon, where she worked with Jonathan Aldrich on cost-effective static analysis and software framework design. Dr. Jaspan is the co-editor of the Developer Productivity for Humans column in IEEE Software magazine. Contact her at <a href="mailto:ciera@google.com">ciera@google.com</a>. </td> </tr> <tr> <td style="padding-top:1rem !important; border:none !important;"><img alt="Collin Profile Picture" style="width:15rem; margin-right:1rem; " 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"> </td> <td style="padding-top:1rem !important; border:none !important;"> <strong>Collin's Bio</strong> Collin Green is the research lead and manager of the Engineering Productivity Research team within Core Developer at Google. His research focuses on applying combined quantitative and qualitative behavioral and social science research methods to understand developer experience and engineering productivity. In prior roles, Dr. Green has studied the design and usability of software tools for technical users in medicine and aerospace and the impacts those tools have on productivity. Dr. Green received his BS Degree in psychology from the University of Oregon and his PhD in psychology from the University of California, Los Angeles. Dr. Green is co-editor of the Developer Productivity for Humans column in IEEE Software magazine. Contact him at colling@google.com. </td> </tr> </tbody></table> </div></div><div id="messages-placeholder" class="alert alert-warning" style="display:none;"><a data-dismiss="alert" class="close">x</a><em>Sun 24 Nov 05:56</em></div></div><div id="notifications-ph" class="webdsl-placeholder"></div><div id="event-modal-loader" class="webdsl-placeholder"><form name="form_131600131703c411e65b13378d08eb1f6672b5a0259" id="form_131600131703c411e65b13378d08eb1f6672b5a0259" action="https://conf.researchr.org/eventDetailsModalByAjaxConferenceEdition" accept-charset="UTF-8" method="POST" class="hidden"><input type="hidden" name="form_131600131703c411e65b13378d08eb1f6672b5a0259" value="1" /><input type="hidden" name="context" value="TechDebt-2025" /><input name="ae03f7f6f951d515a297b161e922205d" type="text" value="" class="inputString form-control event-id-input"/><button style="position: absolute; left: -9999px; width: 1px; height: 1px;" onclick='javascript:serverInvoke("https://conf.researchr.org/eventDetailsModalByAjaxConferenceEdition","eventDetailsModalByAjaxConferenceEdition_ia0_3c411e65b13378d08eb1f6672b5a0259", [{"name":"context", "value":"TechDebt-2025"},],"form_131600131703c411e65b13378d08eb1f6672b5a0259", this.nextSibling, false,"event-modal-loader"); 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